AI-Driven Bill of Materials (BOM) Generation and Management Intern

AMD
Singapore
Workplace: OnsiteInternshipFunction: Data Science & Machine LearningSkills: ["Self-driven","Analytical","Problem-solving","Proactive","Collaboration"]

Build AI-driven automation to generate, validate, and manage Bill of Materials (BOM) for AMD’s MPU/GPU product lines. Work with real semiconductor product data and cross-functional teams to improve data quality, operational efficiency, and product release readiness. Design an internal “Copilot” PDM agent that integrates BOM reporting, dashboards, and documentation, using LLMs, RAG, AI agents, and RPA. Receive mentorship across AI, data science, and semiconductor lifecycle management.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
AMD
AMD
1 day ago

AI-Driven Bill of Materials (BOM) Generation and Management Intern

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 10 hours agoStatus: Live

Job Summary

Build AI-driven automation to generate, validate, and manage Bill of Materials (BOM) for AMD’s MPU/GPU product lines. Work with real semiconductor product data and cross-functional teams to improve data quality, operational efficiency, and product release readiness. Design an internal “Copilot” PDM agent that integrates BOM reporting, dashboards, and documentation, using LLMs, RAG, AI agents, and RPA. Receive mentorship across AI, data science, and semiconductor lifecycle management.
Location: Singapore
Workplace: Onsite
Employment Type: Internship
Job Function: Data Science & Machine Learning
Seniority: Intern level

Key Responsibilities

  • •Develop AI-driven solutions to automate BOM creation, validation, and release to reduce manual effort and cycle times.
  • •Collaborate with cross-functional stakeholders across product lines to implement intelligent BOM automation.
  • •Design and develop an Internal Copilot PDM agent integrating PLM requests, BOM reporting, data dictionary, PDM dashboards, and Confluence documentation.
  • •Support BOM creation and release activities across production and engineering lifecycle for MPU/GPU portfolios.
  • •Apply AI to improve BOM lifecycle management and product data quality and readiness.

Key Requirements

  • •Current student studying in a Singapore-based university.
  • •Pursuing a bachelor’s or master’s degree in data science or computer science.
  • •Strong analytical and problem-solving skills for applying AI to real engineering challenges.
  • •Programming skills, particularly in Python and SQL, plus data processing experience.
  • •Experience with AI/ML, LLMs, or automation projects is highly desirable.
Experience:SemiconductorAIMachine learningLLMsData engineeringAutomation
Education:
Skills:Self-drivenAnalyticalProblem-solvingProactiveCollaboration
Languages:En-us
Tech Stack:PythonSQLJavaC/C++Machine LearningLLMsRetrieval-Augmented Generation (RAG)Prompt EngineeringGenerative AINLPDeep LearningAI AgentsData CleaningPredictive AnalyticsOpenAI APIAzure AI ServicesMicrosoft CopilotPower BIStreamlitGit

Company Brief

AMD
Designs and produces semiconductor products including CPUs, GPUs, and adaptive SoCs for consumer, enterprise, and embedded markets, competing across PCs, data centers, and gaming industries.
Industry: Electronics Manufacturing
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Santa Clara, United States
Founded: 1969
Glassdoor
Glassdoor: 3.9
WebsiteLinkedIn